How will artificial intelligence impact psychiatry? | "Doctor AI" De-Coded Episode #1

  Рет қаралды 3,370

Chris Lovejoy

Chris Lovejoy

Күн бұрын

Hi! I'm Chris Lovejoy, a doctor working in London and a clinical data scientist working to bring AI to healthcare.
Timestamps:
0:13 - Some general thoughts on artificial intelligence in healthcare
1:41 - AI in diagnosing psychiatric conditions
2:19 - AI in monitoring mental health
3:00 - AI in treatment of psychiatric conditions
4:38 - AI for increasing efficiency for clinicians
5:38 - Important considerations and concerns
6:17 - Good things about AI for healthcare in general
6:38 - Closing thoughts
To download my article on the subject, visit: chrislovejoy.m...
Papers referenced in video:
(1) Jaiswal S, Valstar M, Gillott A, Daley D. Automatic detection of ADHD and ASD from expressive behaviour in RGBD data. December 7 2016, ArXiv161202374 Cs. Available from: arxiv.org/abs/1....
(2) Corcoran CM, Carrillo F, Fernández-Slezak D, Bedi G, Klim C, Javitt DC, et al. Prediction of psychosis across protocols and risk cohorts using automated language analysis. World Psychiatry 2018;17(February (1)):67-75.
(3) Place S, Blanch-Hartigan D, Rubin C, Gorrostieta C, Mead C, Kane J, et al. Behavioral indicators on a mobile sensing platform predict clinically validated psychiatric symptoms of mood and anxiety disorders. J Med Internet Res 2017;19(March (3)):e75.
(4) Fitzpatrick KK, Darcy A, Vierhile M. Delivering cognitive behavior therapy to
young adults with symptoms of depression and anxiety using a fully automated conversational agent (Woebot): a randomized controlled trial. JMIR Ment Health 2017;4(June (2)):e19.
(5) Standalone effects of a cognitive behavioral intervention using a mobile phone app on psychological distress and alcohol consumption among Japanese workers: pilot nonrandomized controlled trial | Hamamura | JMIR Mental Health. Available from: mental.jmir.org....
(6) Lovejoy CA, Buch V, Maruthappu M. Technology and mental health: The role of artificial intelligence. Eur Psychiatry. 2019 Jan;55:1-3. doi: 10.1016/j.eurpsy.2018.08.004. Epub 2018 Oct 28.

Пікірлер: 10
@amare_._
@amare_._ 4 жыл бұрын
I've just discovered your channel today through your comment on Ken Jee's video. Really great content you have here! As a college student double-majoring in Psychology and Data Science, I've always been interested in the cross-section of these two fields, which is honestly so rare to find! Keep churning out more videos like these please!
@ChrisLovejoy
@ChrisLovejoy 4 жыл бұрын
Awesome! Glad you enjoyed the video :) Yeah, I think there's some really interesting overlap!
@bekacynthia
@bekacynthia 3 жыл бұрын
I can’t believe there’s someone like you out there. I’m starting a research on AI and mental health and don’t know where to start. I would love to exchange some ideas with you, if that’s ok!
@ChrisLovejoy
@ChrisLovejoy 3 жыл бұрын
sure no problem: contact@chrislovejoy.me
@bekacynthia
@bekacynthia 3 жыл бұрын
Chris Lovejoy thanks a lot!!!
@andrewgreen2745
@andrewgreen2745 3 жыл бұрын
Woebot is great, love the idea of making resources available easily through AI
@FBAagent
@FBAagent 2 жыл бұрын
Thanks for your video. I’m interested in helping people who lost their drive to get motivated to go out and interact with outside environments. Is there such app? Thanks.
@monkeyseatcatfood
@monkeyseatcatfood 5 жыл бұрын
Really great video Dr. Lovejoy. I'm thinking about doing a research paper on AI and healthcare, specifically mental health. Do you think structuring my paper in the way you structured this video would be good? Like with these sections: diagnosis, monitoring, treatment, efficiency. Also, do you have any sources on the use of NLP and psychiatric EHR (electronic health records)? And any sources on the ethical dilemmas that could arise with AI? Thanks again for making such helpful video!
@ChrisLovejoy
@ChrisLovejoy 5 жыл бұрын
Hi! I'm glad you enjoyed the video. Best of luck with the paper! Yes, I think the structure could work well, depending on what you are covering in the paper. I used it in a paper I published earlier this year: www.europsy-journal.com/article/S0924-9338(18)30162-7/fulltext Re: the NLP and EHR, there's been a quite a few studies looking specifically at suicide prediction, which are reviewed here: www.ncbi.nlm.nih.gov/pubmed/30699872. I'm not aware of anyone specifically working on the summarisation tool that I made reference to in the video, but I believe that because psychiatry is particularly text-driven, it's an area with a lot of potential for NLP. Re: ethical dilemmas arising with AI, I'm not aware of any specific ones (I'm sure there will be some), but also many of the broad AI in healthcare editorials have sections discussing ethical aspects, such as www.ncbi.nlm.nih.gov/pubmed/30617339 and www.ncbi.nlm.nih.gov/pubmed/30943338 Hope that helps! Best of luck with the paper
@jamesledford8726
@jamesledford8726 2 жыл бұрын
If I new what I were talking about the ai robot would be ai The equment would ai weirdo
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